Can even moderate depression worsen over time if it is not treated? Or does it stay the same forever?

Depression. Although depression may remain at it's current level over time - there is a significant risk that your symptoms may become more recalcitrant to future treatment if left untreated now. Symptoms may worsen over time. I believe it is important to treat depression aggressively & promptly.